To illustrate the proposed approaches, we focus on the viscous Burgers equation, a generic partial differential equation that represents broad nonlinear transport phenomena in fluid dynamics, which is given as [1]}
\(\frac{\partial u}{\partial t} + u\frac{\partial u}{\partial x} = \nu \frac{\partial ^2 u}{\partial x^2},\) 
